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Get Started with Copilot in Microsoft Fabric for data engineering.

Units in this learning path:

• Introduction
• Dataflow Gen2
• Exercise Copilot Fabric Dataflow Gen2
• Data Pipelines
• Notebooks
• Exercise Copilot Fabric Notebooks
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering, Data Integration

Duration: 86 minutes

Copilot in Power BI allows you to interact with your data using natural language to gain insights. Copilot also increases productivity when create reports using Power BI.

Units in this learning path:

• Introduction
• Prepare Data Copilot
• Create Reports Copilot
• Prep Data for AI
• Knowledge Check
• Summary

Products: Power Platform, Power Bi, Fabric

Roles: Data Analyst

Level: Intermediate

Subjects: Data Visualization, Data Analytics

Duration: 27 minutes

Learn how Cosmos DB Database in Microsoft Fabric works, the key concepts, and practical examples to help users Cosmos DB Database effectively as part of their analytics solutions.

Units in this learning path:

• Introduction
• Understand Cosmos Db Nosql Fabric
• Create Explore Cosmos Db Nosql Fabric Database
• Build Operational Workloads Cosmos Db Nosql Fabric
• Secure Monitor Cosmos Db Nosql Fabric
• Cosmos Db Nosql Fabric Analytical Endpoint
• Exercise Create Populate Query Cosmos Db Nosql Fabric Database
• Knowledge Check
• Summary

Products: Fabric, Azure Cosmos Db

Roles: Data Engineer, Solution Architect

Level: Beginner

Subjects: Databases, Cloud Computing

Duration: 42 minutes

Learn about the Microsoft Dynamics 365 Customer Insights - Data.

Units in this learning path:

• 1 Introduction
• 2 Customer Insights
• Customer Insights Architecture
• 3 Audience Insights
• Get Started
• Consume
• Copilot in Customer Insights Data
• 5 Check
• 6 Summary

Products: Dynamics 365, Customer Insights Data

Roles: Business Analyst, Functional Consultant

Level: Intermediate

Subjects: Data Analytics

Duration: 34 minutes

Handle customer payments and predict future cash flows with Finance insights.

Units in this learning path:

• Introduction
• Financial Insights
• Customer Payment
• Cash Flow
• Budget Proposals
• Check
• Summary

Products: Dynamics Finance, Dynamics 365

Roles: Business User, Functional Consultant

Level: Beginner

Subjects: Finance Accounting, Data Visualization

Duration: 22 minutes

Discover the functionality and tools available in Lifecycle Services for finance and operations apps.

Units in this learning path:

• 1 Get Started with Lcs Introduction
• 2 Functionality and Tools of Lcs
• Licensing Requirements
• 3 Lcs Security
• 4 Reuse Existing Assets Copy and Share Data
• 5 Perform Actions in Asset Library
• 6 Work with Task Recorder
• 7 Business Process Modeler
• 8 Lcs Issue Search and Support
• 9 Get Product Updates from Lcs
• 10 Exercise Use Task Recorder to Create and Edit Recording
• 11 Exercise Create a Business Process in a Bpm
• 12 Exercise Create a Support Incident
• 14 Get Started with Lcs Quiz
• 13 Get Started with Lcs Summary

Products: Dynamics 365, Dynamics Finance, Dynamics Scm

Roles: Functional Consultant, Solution Architect, Administrator

Level: Intermediate

Subjects: Data Management, Custom App Development

Duration: 113 minutes

Explore how to implement data analytics solutions on a single platform with Microsoft Fabric. Integrate, transform, and store data to train AI models and create insightful reports.

Modules in this learning path:

• Introduction End Analytics Use Microsoft Fabric
• Get Started Lakehouses
• Use Apache Spark Work Files Lakehouse
• Work Delta Lake Tables Fabric
• Use Data Factory Pipelines Fabric
• Ingest Dataflows Gen2 Fabric
• Get Started Data Warehouse
• Get Started Kusto Fabric
• Get Started Data Science Fabric
• Administer Fabric

Products: Fabric

Roles: Data Analyst, Data Engineer, Data Scientist

Level: Beginner

Subjects: Data Analytics, Data Engineering, Data Integration, Data Management, Data Modeling, Information Protection Governance, Data Storage, Data Visualization

Duration: 606 minutes

Learn about using Microsoft Power Platform Center of Excellence (CoE) kit in your tenant.

Units in this learning path:

• 1 Setup
• 2 Core Components
• 3 Governance Components
• 4 Audit Log Connector
• 5 Power Bi Report
• 6 Check
• 7 Summary

Products: Power Platform, Power Automate, Power Apps

Roles: Administrator, Functional Consultant, Maker

Level: Intermediate

Subjects: Data Management

Duration: 53 minutes

Explore the role of a data analyst and how Power BI tools transform data into impactful reports and dashboards that support trusted, data-driven decisions across the business.

Modules in this learning path:

• Data Analytics Microsoft
• Get Started with Power Bi
• Introduction End Analytics Use Microsoft Fabric
• Power Bi Copilot

Products: Power Bi

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics

Duration: 106 minutes

Real-Time Intelligence in Microsoft Fabric has capabilities that help you ingest, process, store, visualize, and act on data in motion to gain immediate insights from events as they happen.

Units in this learning path:

• Introduction
• Define Real Time Analytics
• Describe Kusto Databases Tables
• Define Real Time Hub
• Write Queries Kusto Query Language
• Visualize Data
• Activator
• Exercise Use Kusto Query Data Onelake
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Beginner

Subjects: Data Engineering, Data Analytics

Duration: 73 minutes

Learn how SQL Database in Microsoft Fabric works, the key concepts, and practical examples to help users SQL Database effectively as part of their analytics solutions.

Units in this learning path:

• Introduction
• Work with SQL Database
• Secure Database
• Facilitate Database Tasks with Copilot
• Simplify Data Management
• Exercise Query Data SQL Database
• Knowledge Check
• Summary

Products: Fabric, Azure SQL Database

Roles: Data Engineer, Solution Architect

Level: Beginner

Subjects: Databases, Cloud Computing

Duration: 70 minutes

Learn about SQL Server 2025's new capabilities including AI integration, analytics improvements, developer features, and performance enhancements.

Units in this learning path:

• Introduction
• Deploy Feature Difference
• AI Powered
• Analytics
• Developers
• Performance
• Security Scalability
• Knowledge Check
• Summary

Products: SQL Server

Roles: Administrator

Level: Beginner

Subjects: Databases

Duration: 88 minutes